This repository makes the following changes to the excellent Magnitude project:
- Project simplified to only support Word2Vec, GloVe and fastText embeddings
- Approximate indexing/search methods removed
- Annoy, AllenNLP (ELMo) and Torch dependencies removed
- Removed internal SQLite related libraries (pysqlite, apsw) and use system SQLite package
- Removed logic to download and stream models. Models must all be locally available, remote servers will not be checked.
- Build process simplified to use PyPi dependencies
See Magnitude project for documentation and links to pre-trained models: https://github.com/plasticityai/magnitude